{"id":"W1982089038","doi":"10.1097/aog.0b013e3181f0bc08","title":"Single Umbilical Artery Risk Factors and Pregnancy Outcomes","year":2010,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Single umbilical artery; Medicine; Umbilical artery; Obstetrics; Odds ratio; Umbilical cord; Pregnancy; Fetus; Population; Risk factor; Internal medicine; Anatomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007526659,0.0001548658,0.0003744206,0.0001034471,0.0001511445,0.00001720896,0.00004487058,0.0002139744,0.00005927979],"category_scores_gemma":[0.006502546,0.0001098792,0.00005436994,0.0001219011,0.0002087499,0.00005007432,0.00009668335,0.0003765923,0.000005936443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001164294,"about_ca_system_score_gemma":0.00001963829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001659578,"about_ca_topic_score_gemma":0.00009241771,"domain_scores_codex":[0.9991733,0.00003393468,0.0001826239,0.0002753878,0.00008551171,0.0002491996],"domain_scores_gemma":[0.9952217,0.004316046,0.00006741638,0.0002151713,0.00004082412,0.0001388532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003063104,0.0001188216,0.9489963,0.00003411258,0.00006565869,0.00003000501,0.0003627587,2.358216e-8,0.0003462028,0.0005556707,0.00005701984,0.04943033],"study_design_scores_gemma":[0.001032662,0.000380854,0.988474,0.00002651514,0.0001102961,0.0000182625,0.0001065391,0.00001882417,0.0002262601,0.001128653,0.00835024,0.0001269023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990023,0.005039617,0.00001547064,0.0003582817,0.001045567,0.0002089245,0.00001395394,0.00004286661,0.003252311],"genre_scores_gemma":[0.9978842,0.001077659,0.0004085558,0.0001466288,0.00001616971,0.000008864329,0.000005273007,0.00001153362,0.0004411511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04930343,"threshold_uncertainty_score":0.7784625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162635339059268,"score_gpt":0.2580981236221885,"score_spread":0.2364717702315958,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}